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Large Language Models

9067 directly classified papers

Papers per year

Papers

Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark EMNLP 2021
A Multilingual Approach to Identify and Classify Exceptional Measures against COVID-19 EMNLP 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text EMNLP 2021
CS-BERT: a pretrained model for customer service dialogues EMNLP 2021
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021
Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing EMNLP 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021
Unsupervised Contextualized Document Representation EMNLP 2021
Syntax-Enhanced Pre-trained Model IJCNLP 2021
On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021
STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021
Are Pretrained Convolutions Better than Pretrained Transformers? IJCNLP 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? IJCNLP 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Casting the Same Sentiment Classification Problem EMNLP 2021
Explanations for CommonsenseQA: New Dataset and Models IJCNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
Cartography of Natural Language Processing for Social Good (NLP4SG): Searching for Definitions, Statistics and White Spots ACL 2021
IrEne: Interpretable Energy Prediction for Transformers ACL 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021